This paper considers the problem of air target track identification based on the real-time tracker in surveillance system.The air target identity statistical model is established by analyzing the uncertainty of kinematic state and our and the enemy's attributes.Dempster-Shafer method is applied to develop the air target fusion identification.The results of simulation experiment show the applicability and effectiveness of the model and the algorithm.